Triple

T10007470
Position Surface form Disambiguated ID Type / Status
Subject Waitress (musical) E198288 entity
Predicate producer P490 FINISHED
Object Fran Weissler
Fran Weissler is a prominent American Broadway producer known for her award-winning revivals and long-running hits alongside her husband, Barry Weissler.
 E848272 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Fran Weissler | Statement: [Waitress (musical), producer, Fran Weissler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fran Weissler
Context triple: [Waitress (musical), producer, Fran Weissler]
  • A. June Preisser
    June Preisser was an American film actress and dancer best known for her energetic supporting roles in 1930s and 1940s Hollywood musicals, often playing peppy, acrobatic teenagers.
  • B. Paula Winkler
    Paula Winkler was a German-Jewish writer and intellectual who collaborated closely with her husband, the philosopher and theologian Martin Buber.
  • C. Annette Strauss
    Annette Strauss was an American civic leader and philanthropist who became one of Dallas’s most prominent mayors in the late 1980s.
  • D. Daphne Kluger
    Daphne Kluger is a glamorous, high-profile actress and the unsuspecting target of the jewel heist in the film "Ocean's 8."
  • E. Sonya Walger
    Sonya Walger is a British actress best known for her roles in television series such as "Lost," "FlashForward," and "For All Mankind."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fran Weissler
Triple: [Waitress (musical), producer, Fran Weissler]
Generated description
Fran Weissler is a prominent American Broadway producer known for her award-winning revivals and long-running hits alongside her husband, Barry Weissler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fran Weissler
Target entity description: Fran Weissler is a prominent American Broadway producer known for her award-winning revivals and long-running hits alongside her husband, Barry Weissler.
  • A. June Preisser
    June Preisser was an American film actress and dancer best known for her energetic supporting roles in 1930s and 1940s Hollywood musicals, often playing peppy, acrobatic teenagers.
  • B. Paula Winkler
    Paula Winkler was a German-Jewish writer and intellectual who collaborated closely with her husband, the philosopher and theologian Martin Buber.
  • C. Annette Strauss
    Annette Strauss was an American civic leader and philanthropist who became one of Dallas’s most prominent mayors in the late 1980s.
  • D. Daphne Kluger
    Daphne Kluger is a glamorous, high-profile actress and the unsuspecting target of the jewel heist in the film "Ocean's 8."
  • E. Sonya Walger
    Sonya Walger is a British actress best known for her roles in television series such as "Lost," "FlashForward," and "For All Mankind."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd187fe481908556ea896c528ea4 completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d354d7202c81908d42107c346900dc completed April 6, 2026, 6:38 a.m.
NEDg Description generation batch_69d35678f87c819080e0c66e86745f80 completed April 6, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69d356d0386481909dbfc3d907f5de18 completed April 6, 2026, 6:46 a.m.
Created at: March 30, 2026, 8:52 p.m.